GEO AUDIT · BRAND-ONLY

Harvard Medical School.

A look at how Harvard Medical School is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitehms.harvard.edu

Where we lookedGoogle AI Overviews, US

Questions tested39 brand, category, and competitor queries

PreparedAugust 28, 2026 · by AUQ

AI Visibility Score

out of 100. Absent band. Harvard Medical School is cited in 1 of 38 AI answers. It is absent on Medical Education, Biomedical Research, Continuing Medical Education.

Verified AI Overview citations

Harvard Medical School's brand is cited in 1 of the 38 AI-answer queries we tested.

AI answer trigger rate

97%

Google's AI answer box fires on 38 of 39 tracked queries.

Citation rate when AI answers

Share of AI-answer queries where the brand is actually quoted.

EXECUTIVE SUMMARY

Harvard Medical School scores 24 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Harvard Medical School is cited in 1 of 38 AI answers. It is absent on Medical Education, Biomedical Research, Continuing Medical Education.

AI answers fire on 97% of tracked queries, yet Harvard Medical School is quoted in only 3% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score

Absent band

BarelyLowCompetitiveDominant

What's in the score

How often AI answers appear97 / 100
Inclusion in category answers26 / 100
Quality of placement when cited50 / 100
How AI describes the brand83 / 100
Topic coverage breadth0 / 100
Your pages being quoted3 / 100

IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Medical Education

Request unsuccessful. Incapsula incident ID: 1406000810124216702-263123118417908813hms.harvard.edu, 2026

Differentiators it leads with: Medical Education, Biomedical Research, Continuing Medical Education, Medical School Admissions.

What Google's AI says

Limited AI Overview presence

Rarely cited as a source in AI answers.

Appears alongside YouTube, myCME, MedEdits Medical Admissions.

The core gap

Harvard Medical School presents as medical education, biomedical research, continuing medical education, medical school admissions, academic medicine. AI Overviews cite it on few queries and it is absent on Medical Education, Biomedical Research, Continuing Medical Education.

Words AI uses for the brand

none surfaced

The brand's own pillars that AI omits

Medical EducationBiomedical ResearchContinuing Medical EducationCited source on vendor and comparison queries

CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

Topic	Presence in AI answers	Buyer intent
Harvard Medical School	Partial	comparison
Medical Education	Invisible	positioning
Biomedical Research	Invisible	positioning
Continuing Medical Education	Invisible	positioning
Medical School Admissions	Invisible	positioning
Academic Medicine	Invisible	positioning

Buyer-journey coverage

Problem Aware. overview queries: Harvard Medical School appears on 0 of 6 themes.

Solution Aware. Owned on few; absent on Medical Education, Biomedical Research, Continuing Medical Education.

Alternatives. 9 themes name the brand without citing it; 28 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords

Brand, category, and comparison queries analyzed.

AI answers fired

97% of tracked queries trigger an AI Overview.

Times brand cited

3% citation rate when AI answers.

Total brand mentions

Across all observed AI responses.

QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Harvard Medical School's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

Query	Type	Harvard Medical School in the AI answer	Top sources cited
best medical education	Positioning	Absent
medical education vendors	Positioning	Absent
medical education solutions	Positioning	No AI answer
medical education software	Positioning	Absent
medical education platform	Positioning	Absent
top medical education providers	Positioning	Named, not cited
medical education comparison	Positioning	Named, not cited
best biomedical research	Positioning	Absent
biomedical research vendors	Positioning	Absent
biomedical research solutions	Positioning	Absent
biomedical research software	Positioning	Absent
biomedical research platform	Positioning	Absent	cloud.google.com
top biomedical research providers	Positioning	Named, not cited
biomedical research comparison	Positioning	Absent
best continuing medical education	Positioning	Named, not cited
continuing medical education vendors	Positioning	Absent
continuing medical education solutions	Positioning	Absent
continuing medical education software	Positioning	Absent
continuing medical education platform	Positioning	Absent
top continuing medical education providers	Positioning	Named, not cited
continuing medical education comparison	Positioning	Absent
best medical school admissions	Positioning	Absent
medical school admissions vendors	Positioning	Absent
medical school admissions solutions	Positioning	Absent
medical school admissions software	Positioning	Absent
medical school admissions platform	Positioning	Absent
top medical school admissions providers	Positioning	Absent
medical school admissions comparison	Positioning	Absent	mec.aamc.org, youtube.com, motivatemd.com
best academic medicine	Positioning	Absent
academic medicine vendors	Positioning	Absent
academic medicine solutions	Positioning	Absent
academic medicine software	Positioning	Absent
academic medicine platform	Positioning	Absent
top academic medicine providers	Positioning	Named, not cited
academic medicine comparison	Positioning	Absent
alternatives to Harvard Medical School	Comparison	Cited
Harvard Medical School vs Johns Hopkins Medicine	Comparison	Named, not cited
Harvard Medical School vs Stanford Medicine	Comparison	Named, not cited
Harvard Medical School vs Mayo Clinic	Comparison	Named, not cited

THREE FINDINGS THAT MATTER

The brand is missing from 97% of AI-answer queries

Harvard Medical School is cited in 1 of the 38 AI answers we triggered.

AI misreads the category

TOP THREE MOVES

Win presence on Medical Education

Impact high · effort medium · 30 to 60 days

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI cites	Pages	Context
YouTube	23	Cited on 23 of the queries we tested.
myCME	7	Cited on 7 of the queries we tested.
MedEdits Medical Admissions	6	Cited on 6 of the queries we tested.
Med School Coach	6	Cited on 6 of the queries we tested.
Wolters Kluwer	6	Cited on 6 of the queries we tested.
U.S. News & World Report	5	Cited on 5 of the queries we tested.
Accreditation Council for Continuing Medical Education - ACCME	5	Cited on 5 of the queries we tested.
Med Learning Group	5	Cited on 5 of the queries we tested.
Medscape Education	5	Cited on 5 of the queries we tested.
Reddit	5	Cited on 5 of the queries we tested.

Reading

Independent listicles, communities, and rival explainers win the citations Harvard Medical School is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.

AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Harvard Medical School on the queries where it is absent. Observed, not chosen.

Peer	How AI frames it
YouTube	Cited on 23 of the tested queries.
myCME	Cited on 7 of the tested queries.
MedEdits Medical Admissions	Cited on 6 of the tested queries.
Med School Coach	Cited on 6 of the tested queries.
Wolters Kluwer	Cited on 6 of the tested queries.
U.S. News & World Report	Cited on 5 of the tested queries.
Accreditation Council for Continuing Medical Education - ACCME	Cited on 5 of the tested queries.
Med Learning Group	Cited on 5 of the tested queries.

Key observation

YouTube is the most-cited source across the queries Harvard Medical School is missing.

90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1 · Days 1 to 30

Publish solution and comparison pages for Medical Education, Biomedical Research, Continuing Medical Education.
Build linkable comparison assets so AI Overviews can cite the brand's own domain.

Month 2 · Days 31 to 60

Earn placement in third-party best-of listicles and review sites the AI cites.
Seed community and review presence where AI Overviews pull trust signals.

Month 3 · Days 61 to 90

Expand owned comparison content across decision-stage queries.
Re-audit to confirm invisible themes move to cited and track citation share.